How real projects configure their agents

2,016 repositories keep their own agent configuration in the open: a CLAUDE.md, a rules file, instructions for Copilot, a skill the project runs on itself. These are not mods to install. They are worth reading for what they reveal — what a maintainer thinks an agent gets wrong.

Building agents8,442Claude Code6,875Data and AI3,584Git and workflow3,574Backend and APIs3,550Languages3,468Planning3,315Code review2,876Testing2,653DevOps and cloud2,462Writing and docs2,461Memory and context2,373Research2,315Frontend2,301Security2,167Project management1,944

All Claude Code32,436 Codex24,692 OpenCode23,614 GitHub Copilot3,700 Gemini CLI2,016 Cursor1,769 Windsurf202 Kiro113

Project Stars Configures Files Always loaded
saadmanrafat/uv-mcp saadman.dev Bridge modern, reproducible Python environments with MCP agents. Diagnose, self-heal, and 19 Claude Code, Gemini CLI 2 1,050 tok
ClawStackStudios/GitLobster 🦞 The Capability Layer for Autonomous Agents. A decentralized registry for cryptographica 19 Claude Code, Gemini CLI 2 9,311 tok
snyk-labs/toxicskills-goof ToxicSkills - malicious agent skills in openclaw / clawhub / agent supply chain 19 Claude Code, Codex, Gemini CLI 6 —
kingggg5/shipproof shipproof-site.sjet2744.chatgpt.site Evidence-first Codex, Claude plugin for bugs, security, and 10k-to-1M-user scale readiness 19 Claude Code, Codex, Gemini CLI, OpenCode 3 1,055 tok
ihatesea69/kiro-kit ihatesea69.github.io Set up a Kiro IDE workspace with one command. Pick a preset and the agents, skills, comman 19 Claude Code, Gemini CLI 2 567 tok
bigbio/sdrf-skills sdrf.quantms.org Agentic plugins to annotate SDRF using Claude; Codex; Cursor; Gemini 19 Claude Code, Gemini CLI 2 7,181 tok
s-hiraoku/synapse-a2a 19 Claude Code, Codex, Gemini CLI, OpenCode 6 1,157 tok
axonixtools/PocketMCP Turn your Android phone into an MCP (Model Context Protocol) server. AI agents and desktop 19 Codex, Gemini CLI, OpenCode 2 6,597 tok
btseee/clean-code-skills Clean Coding and Clean Archictecture skills for Agents 19 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 5 5,619 tok
williamzujkowski/standards williamzujkowski.github.io LLM Software Development Standards Start any project right in 30 seconds. Battle-tested st 19 Claude Code, Gemini CLI 60 7,331 tok
meshtastic/meshtastic-mcp pypi.org MCP server + agent skills for AI tooling to discover, drive, observe, and test Meshtastic 19 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode, Windsurf 6 8,026 tok
DocRoms/Kronn Self-hosted control plane for AI coding agents (Claude Code, Codex, Gemini, Ollama). Shar 18 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, Kiro, OpenCode, Windsurf 7 1,616 tok
naoyoshinori/docker-gemini-cli hub.docker.com A ready-to-use and convenient Docker environment for Google's Gemini CLI (@google/gemini-c 18 Gemini CLI 1 267 tok
xi-kari/crossframe-skill xi-kari.github.io CrossFrame Skill Suite: Chinese-language structural diagnosis, public-issue analysis, orga 18 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 37 12,411 tok
conectlens/lenserfight moon.lenserfight.com Turn AI prompts into reusable, versioned Lenses - organize with Tags and Threads, automate 18 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 67 1,849 tok
aplaceforallmystuff/mcp-fantastical MCP server for Fantastical calendar app - create events, view calendar, and manage schedul 18 Claude Code, Codex, Gemini CLI, OpenCode 4 309 tok
mmnto-ai/totem Rules you can enforce, state you can derive, context you can query: plain files in your re 18 Claude Code, Codex, Gemini CLI, OpenCode 18 1,417 tok
richardcb/oh-my-gemini Multi-agent orchestration for Gemini CLI. Zero learning curve. 18 Claude Code, Gemini CLI 4 —
oscal-compass-lab/compliance-trestle-skills Agent-portable Compliance Trestle and OSCAL engineering toolkit: convert legacy SSPs to OS 18 Codex, Gemini CLI, OpenCode 2 1,658 tok
tene-ai/tene tene.sh AI-safe secret manager CLI for Claude Code, Cursor, and other AI agents. Local-first, encr 18 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 3,109 tok
watt-mind/factory watt-mind.github.io The factory that builds software — and itself. A runtime for self-improving agentic loops: 18 Claude Code, Codex, Gemini CLI, OpenCode 3 6,952 tok
iHildy/jules-task-queue jules.hildy.io An overengineered, open-source task queue for Google Jules power users 18 Codex, Gemini CLI, OpenCode 2 6,860 tok
irahardianto/qurio Self-hosted RAG engine for AI coding assistants. Ingests technical docs & code repositorie 17 Gemini CLI 6 —
abhichandra21/Promptheus abhichandra21.github.io Automated prompt engineering for efficient AI interactions | Interactive command-line inte 17 Claude Code, Codex, Gemini CLI, OpenCode 3 6,265 tok
borhen68/SkillEngine Production-grade engineering skills for AI coding agents. 17 Claude Code, Codex, Gemini CLI, OpenCode 3 2,318 tok
satriotsubasa/PowerPlatform-Core AI Agent plugins for Microsoft Power Platform and Dataverse development. Covers ALM, plugi 17 Gemini CLI 1 91 tok
organvm-iv-taxis/a-i--skills organvm-iv-taxis.github.io Public repository of AI agent skills: specialized capabilities and workflows across 12 cat 17 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 8 8,740 tok
cybertronai/SutroYaro cybertronai.github.io SutroYaro — Sutro Group research workspace for energy-efficient AI training. Point any cod 17 Claude Code, Codex, Gemini CLI, OpenCode 14 7,023 tok
andrader/jup andrader.github.io jup is a command-line tool for installing and managing agent skills across different ai ag 17 Claude Code, Codex, Gemini CLI, OpenCode 4 1,611 tok
airy10/GedcomMCP MCP Server to create or query GEDCOM files 17 Gemini CLI 1 774 tok
Emily2040/rapid-domain-mastery A universal Agent Skill for deep, multi-source learning across 18+ AI coding agents 17 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 5 872 tok
saturngod/oxygen Streaming transcode server with S3 17 Claude Code, Codex, Gemini CLI, OpenCode 10 9,711 tok
jasonhnd/design-md-generator Generate publication-quality DESIGN.md files from any website URL. Extract computed styles 17 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 5 2,427 tok
dinglebear-ai/yarr npmjs.com Rust MCP and CLI server for media automation fleets: Sonarr, Radarr, Prowlarr, Tautulli, O 17 Claude Code, Codex, Gemini CLI, OpenCode 4 9,543 tok
honobonosun/vscode-language-hsp3 A VSCode extension providing HSP3 syntax highlighting and other features 17 Claude Code, Gemini CLI 2 5,246 tok
strandzen/AppImage-Manager Lightweight MacOS style AppImage installer with management options. Built for KDE Plasma 6 17 Claude Code, Gemini CLI 2 22,559 tok
edilsonvilarinho/usage-monitor Desktop app that shows usage, quotas and cost of every AI coding tool in one panel — Claud 17 Claude Code, Codex, Gemini CLI, OpenCode 17 12,719 tok
gemini-cli-extensions/angular Angular Extension for Gemini CLI 16 Gemini CLI 1 442 tok
thoreinstein/aix thoreinstein.github.io A unified CLI for managing AI coding assistant configurations across platforms. 16 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 3 4,455 tok
ranjanrishikesh/taketomarket npmjs.com Marketing OS for developerneurs + solopreneurs (engineers shipping products with zero mark 16 Claude Code, Codex, Gemini CLI, OpenCode 3 7,146 tok
Sperax/sperax-crypto-mcp MCP server and plugin for Sperax Protocol – USDs, SPA, veSPA & Demeter on Arbitrum and BNB 16 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 755 tok
hletrd/kiwi-paper 🥝 Turns dense academic papers or API documentation into Baidu Baike-style articles. Suppo 16 Codex, Gemini CLI, OpenCode 2 2,585 tok
Godzilla675/dark-premium-landing-style A reusable AI skill for building premium, dark-themed, Apple-inspired landing pages 16 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 7,275 tok
derailed-dash/agentic-ui-testing codelabs.developers.google.com Google Developer Codelab: Automated UI Testing with Gemini CLI and BrowserMCP, and Playwri 16 Gemini CLI 1 618 tok
Geo-ff/make-it-real A portable AI-agent skill that turns rough ideas into project specs, delivery scopes, and 16 Claude Code, Codex, Gemini CLI, OpenCode 3 412 tok
theerud/gemini-llm-council Multi-LLM consensus extension for Gemini CLI. Inspired by Andrej Karpathy's llm-council. 16 Gemini CLI 1 311 tok
igmarin/rails-ai-bridge Zero-config MCP server that gives AI assistants live, read-only knowledge of Rails apps 16 Claude Code, Codex, Gemini CLI, OpenCode 3 3,468 tok
aplaceforallmystuff/cheaters-generator jimchristian.net Claude Code plugin for generating personalized cheatsheet systems 16 Claude Code, Codex, Gemini CLI, OpenCode 4 107 tok
kcsinclair/kaos-control kaos-control.io Self-hosted orchestrator for Claude Code agents: drive ideas through a role-gated SDLC (pl 16 Claude Code, Codex, Gemini CLI, OpenCode 3 2,334 tok
tt-a1i/coding-cli-guide tt-a1i.github.io Interactive deep-dive into Gemini CLI internals — 150+ illustrated pages, 50+ step-by-step 16 Claude Code, Codex, Gemini CLI, OpenCode 3 81 tok